Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3799 |
| Missing cells | 7136 |
| Missing cells (%) | 7.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 631.6 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 13 |
society has a high cardinality: 676 distinct values | High cardinality |
sector has a high cardinality: 113 distinct values | High cardinality |
areaWithType has a high cardinality: 2355 distinct values | High cardinality |
price is highly correlated with property_type and 3 other fields | High correlation |
price_per_sqft is highly correlated with price | High correlation |
area is highly correlated with built_up_area and 1 other fields | High correlation |
bedRoom is highly correlated with property_type and 5 other fields | High correlation |
bathroom is highly correlated with property_type and 5 other fields | High correlation |
super_built_up_area is highly correlated with price and 3 other fields | High correlation |
built_up_area is highly correlated with area | High correlation |
carpet_area is highly correlated with area | High correlation |
servant room is highly correlated with bedRoom and 2 other fields | High correlation |
property_type is highly correlated with price and 4 other fields | High correlation |
balcony is highly correlated with bedRoom and 1 other fields | High correlation |
floorNum is highly correlated with property_type | High correlation |
agePossession is highly correlated with property_type | High correlation |
facing has 1104 (29.1%) missing values | Missing |
super_built_up_area has 1886 (49.6%) missing values | Missing |
built_up_area has 2067 (54.4%) missing values | Missing |
carpet_area has 1858 (48.9%) missing values | Missing |
luxury_score has 147 (3.9%) missing values | Missing |
area is highly skewed (γ1 = 30.216827) | Skewed |
built_up_area is highly skewed (γ1 = 41.20580346) | Skewed |
carpet_area is highly skewed (γ1 = 24.77697875) | Skewed |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
floorNum has 134 (3.5%) zeros | Zeros |
luxury_score has 457 (12.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-12 19:23:41.771088 |
|---|---|
| Analysis finished | 2023-09-12 19:24:48.174621 |
| Duration | 1 minute and 6.4 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 3799 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1900.046065 |
| Minimum | 0 |
|---|---|
| Maximum | 3802 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 189.9 |
| Q1 | 949.5 |
| median | 1899 |
| Q3 | 2851.5 |
| 95-th percentile | 3612.1 |
| Maximum | 3802 |
| Range | 3802 |
| Interquartile range (IQR) | 1902 |
Descriptive statistics
| Standard deviation | 1098.081624 |
|---|---|
| Coefficient of variation (CV) | 0.5779236853 |
| Kurtosis | -1.199926791 |
| Mean | 1900.046065 |
| Median Absolute Deviation (MAD) | 951 |
| Skewness | 0.001656186977 |
| Sum | 7218275 |
| Variance | 1205783.253 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 3327 | 1 | < 0.1% |
| 3303 | 1 | < 0.1% |
| 1258 | 1 | < 0.1% |
| 3307 | 1 | < 0.1% |
| 1262 | 1 | < 0.1% |
| 3311 | 1 | < 0.1% |
| 1266 | 1 | < 0.1% |
| 3315 | 1 | < 0.1% |
| 1270 | 1 | < 0.1% |
| Other values (3789) | 3789 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 3802 | 1 | |
| 3801 | 1 | |
| 3800 | 1 | |
| 3799 | 1 | |
| 3798 | 1 | |
| 3797 | 1 | |
| 3796 | 1 | |
| 3795 | 1 | |
| 3794 | 1 | |
| 3793 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 227.3 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.226375362 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16056 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2939 | |
| house | 860 | 22.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| flat | 2939 | |
| house | 860 | 22.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2939 | |
| l | 2939 | |
| a | 2939 | |
| t | 2939 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16056 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2939 | |
| l | 2939 | |
| a | 2939 | |
| t | 2939 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16056 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2939 | |
| l | 2939 | |
| a | 2939 | |
| t | 2939 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16056 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2939 | |
| l | 2939 | |
| a | 2939 | |
| t | 2939 | |
| h | 860 | 5.4% |
| o | 860 | 5.4% |
| u | 860 | 5.4% |
| s | 860 | 5.4% |
| e | 860 | 5.4% |
| Distinct | 676 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 274.3 KiB |
| independent | |
|---|---|
| tulip violet | 75 |
| ss the leaf | 74 |
| shapoorji pallonji joyville gurugram | 44 |
| dlf new town heights | 42 |
| Other values (671) |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.9181148 |
| Min length | 1 |
Characters and Unicode
| Total characters | 64255 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 292 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | signature global park 4 |
|---|---|
| 2nd row | smart world gems |
| 3rd row | pyramid elite |
| 4th row | breez global hill view |
| 5th row | bestech park view sanskruti |
Common Values
| Value | Count | Frequency (%) |
| independent | 486 | 12.8% |
| tulip violet | 75 | 2.0% |
| ss the leaf | 74 | 1.9% |
| shapoorji pallonji joyville gurugram | 44 | 1.2% |
| dlf new town heights | 42 | 1.1% |
| signature global park | 37 | 1.0% |
| shree vardhman victoria | 35 | 0.9% |
| smart world orchard | 33 | 0.9% |
| emaar mgf emerald floors premier | 32 | 0.8% |
| smart world gems | 32 | 0.8% |
| Other values (666) | 2908 |
Length
| Value | Count | Frequency (%) |
| independent | 491 | 4.9% |
| the | 362 | 3.6% |
| dlf | 225 | 2.2% |
| park | 219 | 2.2% |
| city | 172 | 1.7% |
| global | 165 | 1.6% |
| signature | 161 | 1.6% |
| emaar | 159 | 1.6% |
| m3m | 156 | 1.6% |
| heights | 138 | 1.4% |
| Other values (783) | 7767 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6932 | 10.8% |
| 6219 | 9.7% | |
| a | 6084 | 9.5% |
| r | 4348 | 6.8% |
| n | 4268 | 6.6% |
| i | 3965 | 6.2% |
| t | 3848 | 6.0% |
| s | 3621 | 5.6% |
| l | 3066 | 4.8% |
| o | 2861 | 4.5% |
| Other values (31) | 19043 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57470 | |
| Space Separator | 6219 | 9.7% |
| Decimal Number | 548 | 0.9% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6932 | |
| a | 6084 | 10.6% |
| r | 4348 | 7.6% |
| n | 4268 | 7.4% |
| i | 3965 | 6.9% |
| t | 3848 | 6.7% |
| s | 3621 | 6.3% |
| l | 3066 | 5.3% |
| o | 2861 | 5.0% |
| d | 2548 | 4.4% |
| Other values (16) | 15929 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 216 | |
| 2 | 83 | 15.1% |
| 1 | 76 | 13.9% |
| 6 | 61 | 11.1% |
| 8 | 34 | 6.2% |
| 4 | 19 | 3.5% |
| 5 | 17 | 3.1% |
| 9 | 15 | 2.7% |
| 7 | 14 | 2.6% |
| 0 | 13 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6219 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57470 | |
| Common | 6785 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6932 | |
| a | 6084 | 10.6% |
| r | 4348 | 7.6% |
| n | 4268 | 7.4% |
| i | 3965 | 6.9% |
| t | 3848 | 6.7% |
| s | 3621 | 6.3% |
| l | 3066 | 5.3% |
| o | 2861 | 5.0% |
| d | 2548 | 4.4% |
| Other values (16) | 15929 |
Common
| Value | Count | Frequency (%) |
| 6219 | ||
| 3 | 216 | 3.2% |
| 2 | 83 | 1.2% |
| 1 | 76 | 1.1% |
| 6 | 61 | 0.9% |
| 8 | 34 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 9 | 15 | 0.2% |
| 7 | 14 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 64255 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6932 | 10.8% |
| 6219 | 9.7% | |
| a | 6084 | 9.5% |
| r | 4348 | 6.8% |
| n | 4268 | 6.6% |
| i | 3965 | 6.2% |
| t | 3848 | 6.0% |
| s | 3621 | 5.6% |
| l | 3066 | 4.8% |
| o | 2861 | 4.5% |
| Other values (31) | 19043 |
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| sohna road | 163 |
|---|---|
| sector 102 | 112 |
| sector 85 | 110 |
| sector 92 | 105 |
| sector 69 | 94 |
| Other values (108) |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.323506186 |
| Min length | 7 |
Characters and Unicode
| Total characters | 35420 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 36 |
|---|---|
| 2nd row | sector 89 |
| 3rd row | sector 86 |
| 4th row | sohna road |
| 5th row | sector 92 |
Common Values
| Value | Count | Frequency (%) |
| sohna road | 163 | 4.3% |
| sector 102 | 112 | 2.9% |
| sector 85 | 110 | 2.9% |
| sector 92 | 105 | 2.8% |
| sector 69 | 94 | 2.5% |
| sector 65 | 90 | 2.4% |
| sector 90 | 90 | 2.4% |
| sector 81 | 90 | 2.4% |
| sector 109 | 88 | 2.3% |
| sector 79 | 80 | 2.1% |
| Other values (103) | 2777 |
Length
| Value | Count | Frequency (%) |
| sector | 3565 | |
| road | 187 | 2.5% |
| sohna | 175 | 2.3% |
| 102 | 112 | 1.5% |
| 85 | 110 | 1.4% |
| 92 | 105 | 1.4% |
| 69 | 94 | 1.2% |
| 65 | 90 | 1.2% |
| 90 | 90 | 1.2% |
| 81 | 90 | 1.2% |
| Other values (106) | 3010 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3938 | |
| 3829 | ||
| s | 3820 | |
| r | 3819 | |
| e | 3656 | |
| c | 3618 | |
| t | 3576 | |
| 1 | 1104 | 3.1% |
| 0 | 825 | 2.3% |
| 8 | 806 | 2.3% |
| Other values (21) | 6429 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24082 | |
| Decimal Number | 7509 | 21.2% |
| Space Separator | 3829 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3938 | |
| s | 3820 | |
| r | 3819 | |
| e | 3656 | |
| c | 3618 | |
| t | 3576 | |
| a | 730 | 3.0% |
| d | 263 | 1.1% |
| n | 230 | 1.0% |
| h | 213 | 0.9% |
| Other values (10) | 219 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1104 | |
| 0 | 825 | |
| 8 | 806 | |
| 9 | 803 | |
| 6 | 759 | |
| 7 | 707 | |
| 3 | 699 | |
| 2 | 698 | |
| 5 | 608 | |
| 4 | 500 |
Space Separator
| Value | Count | Frequency (%) |
| 3829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 24082 | |
| Common | 11338 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3938 | |
| s | 3820 | |
| r | 3819 | |
| e | 3656 | |
| c | 3618 | |
| t | 3576 | |
| a | 730 | 3.0% |
| d | 263 | 1.1% |
| n | 230 | 1.0% |
| h | 213 | 0.9% |
| Other values (10) | 219 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 3829 | ||
| 1 | 1104 | 9.7% |
| 0 | 825 | 7.3% |
| 8 | 806 | 7.1% |
| 9 | 803 | 7.1% |
| 6 | 759 | 6.7% |
| 7 | 707 | 6.2% |
| 3 | 699 | 6.2% |
| 2 | 698 | 6.2% |
| 5 | 608 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35420 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3938 | |
| 3829 | ||
| s | 3820 | |
| r | 3819 | |
| e | 3656 | |
| c | 3618 | |
| t | 3576 | |
| 1 | 1104 | 3.1% |
| 0 | 825 | 2.3% |
| 8 | 806 | 2.3% |
| Other values (21) | 6429 |
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.507476858 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.94 |
| median | 1.5 |
| Q3 | 2.7 |
| 95-th percentile | 8.49 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.76 |
Descriptive statistics
| Standard deviation | 2.951218775 |
|---|---|
| Coefficient of variation (CV) | 1.176967502 |
| Kurtosis | 15.24237484 |
| Mean | 2.507476858 |
| Median Absolute Deviation (MAD) | 0.71 |
| Skewness | 3.309621269 |
| Sum | 9480.77 |
| Variance | 8.709692256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 83 | 2.2% |
| 0.9 | 68 | 1.8% |
| 1.1 | 66 | 1.7% |
| 1.2 | 66 | 1.7% |
| 1.5 | 66 | 1.7% |
| 1.4 | 63 | 1.7% |
| 1.3 | 59 | 1.6% |
| 2 | 56 | 1.5% |
| 0.95 | 56 | 1.5% |
| 1 | 51 | 1.3% |
| Other values (463) | 3147 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 9 | |
| 0.21 | 6 | |
| 0.22 | 9 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 7 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
| Distinct | 2651 |
|---|---|
| Distinct (%) | 70.1% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13806.58556 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4723 |
| Q1 | 6808 |
| median | 9000 |
| Q3 | 13769 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 6961 |
Descriptive statistics
| Standard deviation | 23063.24874 |
|---|---|
| Coefficient of variation (CV) | 1.670452745 |
| Kurtosis | 186.8598359 |
| Mean | 13806.58556 |
| Median Absolute Deviation (MAD) | 2764 |
| Skewness | 11.43378364 |
| Sum | 52202700 |
| Variance | 531913442.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 28 | 0.7% |
| 8000 | 19 | 0.5% |
| 12500 | 17 | 0.4% |
| 5000 | 17 | 0.4% |
| 6666 | 14 | 0.4% |
| 11111 | 14 | 0.4% |
| 7500 | 14 | 0.4% |
| 8333 | 13 | 0.3% |
| 22222 | 13 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3621 | |
| (Missing) | 18 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
| Distinct | 1312 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 18 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2847.559905 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519 |
| Q1 | 1224 |
| median | 1725 |
| Q3 | 2295 |
| 95-th percentile | 4200 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1071 |
Descriptive statistics
| Standard deviation | 22795.33415 |
|---|---|
| Coefficient of variation (CV) | 8.005216715 |
| Kurtosis | 973.1635807 |
| Mean | 2847.559905 |
| Median Absolute Deviation (MAD) | 525 |
| Skewness | 30.216827 |
| Sum | 10766624 |
| Variance | 519627258.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 55 | 1.4% |
| 1350 | 51 | 1.3% |
| 1800 | 48 | 1.3% |
| 1950 | 44 | 1.2% |
| 3240 | 43 | 1.1% |
| 2700 | 39 | 1.0% |
| 900 | 39 | 1.0% |
| 2000 | 35 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 25 | 0.7% |
| Other values (1302) | 3377 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
| Distinct | 2355 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 411.3 KiB |
| Plot area 360(301.01 sq.m.) | 37 |
|---|---|
| Plot area 300(250.84 sq.m.) | 26 |
| Plot area 200(167.23 sq.m.) | 19 |
| Plot area 502(419.74 sq.m.) | 19 |
| Super Built up area 1578(146.6 sq.m.) | 17 |
| Other values (2350) |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 53.84337984 |
| Min length | 12 |
Characters and Unicode
| Total characters | 204551 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1784 ? |
|---|---|
| Unique (%) | 47.0% |
Sample
| 1st row | Super Built up area 1081(100.43 sq.m.)Carpet area: 650 sq.ft. (60.39 sq.m.) |
|---|---|
| 2nd row | Carpet area: 1103 (102.47 sq.m.) |
| 3rd row | Carpet area: 58141 (5401.48 sq.m.) |
| 4th row | Built Up area: 1000 (92.9 sq.m.)Carpet area: 585 sq.ft. (54.35 sq.m.) |
| 5th row | Super Built up area 1995(185.34 sq.m.)Built Up area: 1615 sq.ft. (150.04 sq.m.)Carpet area: 1476 sq.ft. (137.12 sq.m.) |
Common Values
| Value | Count | Frequency (%) |
| Plot area 360(301.01 sq.m.) | 37 | 1.0% |
| Plot area 300(250.84 sq.m.) | 26 | 0.7% |
| Plot area 200(167.23 sq.m.) | 19 | 0.5% |
| Plot area 502(419.74 sq.m.) | 19 | 0.5% |
| Super Built up area 1578(146.6 sq.m.) | 17 | 0.4% |
| Plot area 270(225.75 sq.m.) | 17 | 0.4% |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 | 0.4% |
| Super Built up area 1350(125.42 sq.m.) | 17 | 0.4% |
| Super Built up area 1650(153.29 sq.m.)Carpet area: 1022.58 sq.ft. (95 sq.m.) | 15 | 0.4% |
| Plot area 150(125.42 sq.m.) | 14 | 0.4% |
| Other values (2345) | 3601 |
Length
| Value | Count | Frequency (%) |
| area | 5722 | |
| sq.m | 3775 | |
| up | 3099 | 10.0% |
| built | 2390 | 7.7% |
| super | 1913 | 6.2% |
| sq.ft | 1777 | 5.7% |
| sq.m.)carpet | 1206 | 3.9% |
| carpet | 731 | 2.4% |
| sq.m.)built | 707 | 2.3% |
| plot | 682 | 2.2% |
| Other values (2846) | 8955 |
Most occurring characters
| Value | Count | Frequency (%) |
| 27158 | 13.3% | |
| . | 20885 | 10.2% |
| a | 13521 | 6.6% |
| r | 9712 | 4.7% |
| e | 9576 | 4.7% |
| 1 | 9454 | 4.6% |
| s | 7739 | 3.8% |
| q | 7603 | 3.7% |
| t | 7499 | 3.7% |
| p | 6953 | 3.4% |
| Other values (25) | 84451 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84829 | |
| Decimal Number | 48371 | |
| Space Separator | 27158 | 13.3% |
| Other Punctuation | 24012 | 11.7% |
| Uppercase Letter | 8821 | 4.3% |
| Close Punctuation | 5680 | 2.8% |
| Open Punctuation | 5680 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13521 | |
| r | 9712 | |
| e | 9576 | |
| s | 7739 | |
| q | 7603 | |
| t | 7499 | |
| p | 6953 | |
| u | 6925 | |
| m | 5690 | |
| l | 3781 | 4.5% |
| Other values (5) | 5830 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9454 | |
| 0 | 6787 | |
| 2 | 5846 | |
| 5 | 4848 | |
| 3 | 4068 | |
| 4 | 3809 | |
| 6 | 3765 | 7.8% |
| 7 | 3336 | 6.9% |
| 8 | 3233 | 6.7% |
| 9 | 3225 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3099 | |
| C | 1941 | |
| S | 1913 | |
| U | 1186 | 13.4% |
| P | 682 | 7.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20885 | |
| : | 3127 | 13.0% |
Space Separator
| Value | Count | Frequency (%) |
| 27158 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5680 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5680 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 110901 | |
| Latin | 93650 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13521 | |
| r | 9712 | |
| e | 9576 | |
| s | 7739 | |
| q | 7603 | |
| t | 7499 | |
| p | 6953 | |
| u | 6925 | |
| m | 5690 | 6.1% |
| l | 3781 | 4.0% |
| Other values (10) | 14651 |
Common
| Value | Count | Frequency (%) |
| 27158 | ||
| . | 20885 | |
| 1 | 9454 | 8.5% |
| 0 | 6787 | 6.1% |
| 2 | 5846 | 5.3% |
| ) | 5680 | 5.1% |
| ( | 5680 | 5.1% |
| 5 | 4848 | 4.4% |
| 3 | 4068 | 3.7% |
| 4 | 3809 | 3.4% |
| Other values (5) | 16686 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 204551 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 27158 | 13.3% | |
| . | 20885 | 10.2% |
| a | 13521 | 6.6% |
| r | 9712 | 4.7% |
| e | 9576 | 4.7% |
| 1 | 9454 | 4.6% |
| s | 7739 | 3.8% |
| q | 7603 | 3.7% |
| t | 7499 | 3.7% |
| p | 6953 | 3.4% |
| Other values (25) | 84451 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.339036589 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.877313975 |
|---|---|
| Coefficient of variation (CV) | 0.5622322263 |
| Kurtosis | 18.59948716 |
| Mean | 3.339036589 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.51084346 |
| Sum | 12685 |
| Variance | 3.52430776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1545 | |
| 2 | 990 | |
| 4 | 675 | |
| 5 | 213 | 5.6% |
| 1 | 130 | 3.4% |
| 6 | 75 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 12 | 28 | 0.7% |
| 7 | 28 | 0.7% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 130 | 3.4% |
| 2 | 990 | |
| 3 | 1545 | |
| 4 | 675 | |
| 5 | 213 | 5.6% |
| 6 | 75 | 2.0% |
| 7 | 28 | 0.7% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.405896288 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.930609559 |
|---|---|
| Coefficient of variation (CV) | 0.5668433199 |
| Kurtosis | 17.75649285 |
| Mean | 3.405896288 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.258740355 |
| Sum | 12939 |
| Variance | 3.727253271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1112 | |
| 2 | 1102 | |
| 4 | 839 | |
| 5 | 299 | 7.9% |
| 1 | 160 | 4.2% |
| 6 | 119 | 3.1% |
| 7 | 41 | 1.1% |
| 9 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 160 | 4.2% |
| 2 | 1102 | |
| 3 | 1112 | |
| 4 | 839 | |
| 5 | 299 | 7.9% |
| 6 | 119 | 3.1% |
| 7 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 216.5 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.316399052 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5001 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 3+ |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1202 | |
| 3 | 1110 | |
| 2 | 921 | |
| 1 | 376 | 9.9% |
| 0 | 190 | 5.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| 2 | 921 | 24.2% |
| 1 | 376 | 9.9% |
| 0 | 190 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 921 | 18.4% |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 | |
| Math Symbol | 1202 | 24.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| 2 | 921 | 24.2% |
| 1 | 376 | 9.9% |
| 0 | 190 | 5.0% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5001 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 921 | 18.4% |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5001 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2312 | |
| + | 1202 | |
| 2 | 921 | 18.4% |
| 1 | 376 | 7.5% |
| 0 | 190 | 3.8% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.81031746 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 134 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.027742988 |
|---|---|
| Coefficient of variation (CV) | 0.8850898689 |
| Kurtosis | 4.555255785 |
| Mean | 6.81031746 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.70027758 |
| Sum | 25743 |
| Variance | 36.33368553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 513 | |
| 2 | 506 | |
| 1 | 363 | 9.6% |
| 4 | 328 | 8.6% |
| 8 | 197 | 5.2% |
| 6 | 187 | 4.9% |
| 10 | 186 | 4.9% |
| 7 | 183 | 4.8% |
| 5 | 177 | 4.7% |
| 9 | 170 | 4.5% |
| Other values (33) | 970 |
| Value | Count | Frequency (%) |
| 0 | 134 | 3.5% |
| 1 | 363 | |
| 2 | 506 | |
| 3 | 513 | |
| 4 | 328 | |
| 5 | 177 | 4.7% |
| 6 | 187 | 4.9% |
| 7 | 183 | 4.8% |
| 8 | 197 | 5.2% |
| 9 | 170 | 4.5% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1104 |
| Missing (%) | 29.1% |
| Memory size | 202.6 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.836734694 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18425 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North-West |
|---|---|
| 2nd row | North-East |
| 3rd row | North-East |
| 4th row | East |
| 5th row | North-East |
Common Values
| Value | Count | Frequency (%) |
| East | 640 | |
| North-East | 638 | |
| North | 398 | 10.5% |
| West | 255 | 6.7% |
| South | 233 | 6.1% |
| North-West | 200 | 5.3% |
| South-East | 174 | 4.6% |
| South-West | 157 | 4.1% |
| (Missing) | 1104 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| east | 640 | |
| north-east | 638 | |
| north | 398 | |
| west | 255 | 9.5% |
| south | 233 | 8.6% |
| north-west | 200 | 7.4% |
| south-east | 174 | 6.5% |
| south-west | 157 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3864 | |
| s | 2064 | |
| o | 1800 | |
| h | 1800 | |
| E | 1452 | 7.9% |
| a | 1452 | 7.9% |
| N | 1236 | 6.7% |
| r | 1236 | 6.7% |
| - | 1169 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13392 | |
| Uppercase Letter | 3864 | 21.0% |
| Dash Punctuation | 1169 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3864 | |
| s | 2064 | |
| o | 1800 | |
| h | 1800 | |
| a | 1452 | 10.8% |
| r | 1236 | 9.2% |
| e | 612 | 4.6% |
| u | 564 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1452 | |
| N | 1236 | |
| W | 612 | |
| S | 564 | 14.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1169 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17256 | |
| Common | 1169 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3864 | |
| s | 2064 | |
| o | 1800 | |
| h | 1800 | |
| E | 1452 | 8.4% |
| a | 1452 | 8.4% |
| N | 1236 | 7.2% |
| r | 1236 | 7.2% |
| W | 612 | 3.5% |
| e | 612 | 3.5% |
| Other values (2) | 1128 | 6.5% |
Common
| Value | Count | Frequency (%) |
| - | 1169 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18425 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3864 | |
| s | 2064 | |
| o | 1800 | |
| h | 1800 | |
| E | 1452 | 7.9% |
| a | 1452 | 7.9% |
| N | 1236 | 6.7% |
| r | 1236 | 6.7% |
| - | 1169 | 6.3% |
| W | 612 | 3.3% |
| Other values (3) | 1740 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 261.2 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.36667544 |
| Min length | 9 |
Characters and Unicode
| Total characters | 50780 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New Property |
|---|---|
| 2nd row | New Property |
| 3rd row | Under Construction |
| 4th row | New Property |
| 5th row | Relatively New |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1676 | |
| New Property | 625 | 16.5% |
| Moderately Old | 575 | 15.1% |
| Undefined | 332 | 8.7% |
| Old Property | 310 | 8.2% |
| Under Construction | 281 | 7.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| new | 2301 | |
| relatively | 1676 | |
| property | 935 | |
| old | 885 | 12.2% |
| moderately | 575 | 7.9% |
| undefined | 332 | 4.6% |
| under | 281 | 3.9% |
| construction | 281 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8683 | |
| l | 4812 | 9.5% |
| t | 3748 | 7.4% |
| 3467 | 6.8% | |
| y | 3186 | 6.3% |
| r | 3007 | 5.9% |
| d | 2405 | 4.7% |
| N | 2301 | 4.5% |
| w | 2301 | 4.5% |
| i | 2289 | 4.5% |
| Other values (15) | 14581 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40047 | |
| Uppercase Letter | 7266 | 14.3% |
| Space Separator | 3467 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8683 | |
| l | 4812 | |
| t | 3748 | |
| y | 3186 | 8.0% |
| r | 3007 | 7.5% |
| d | 2405 | 6.0% |
| w | 2301 | 5.7% |
| i | 2289 | 5.7% |
| a | 2251 | 5.6% |
| o | 2072 | 5.2% |
| Other values (7) | 5293 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2301 | |
| R | 1676 | |
| P | 935 | |
| O | 885 | 12.2% |
| U | 613 | 8.4% |
| M | 575 | 7.9% |
| C | 281 | 3.9% |
Space Separator
| Value | Count | Frequency (%) |
| 3467 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47313 | |
| Common | 3467 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8683 | |
| l | 4812 | 10.2% |
| t | 3748 | 7.9% |
| y | 3186 | 6.7% |
| r | 3007 | 6.4% |
| d | 2405 | 5.1% |
| N | 2301 | 4.9% |
| w | 2301 | 4.9% |
| i | 2289 | 4.8% |
| a | 2251 | 4.8% |
| Other values (14) | 12330 |
Common
| Value | Count | Frequency (%) |
| 3467 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50780 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8683 | |
| l | 4812 | 9.5% |
| t | 3748 | 7.4% |
| 3467 | 6.8% | |
| y | 3186 | 6.3% |
| r | 3007 | 5.9% |
| d | 2405 | 4.7% |
| N | 2301 | 4.5% |
| w | 2301 | 4.5% |
| i | 2289 | 4.5% |
| Other values (15) | 14581 |
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 1886 |
| Missing (%) | 49.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1921.653189 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 760.2 |
| Q1 | 1457 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3187.8 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 767.0577436 |
|---|---|
| Coefficient of variation (CV) | 0.3991655456 |
| Kurtosis | 10.10218731 |
| Mean | 1921.653189 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.825863791 |
| Sum | 3676122.55 |
| Variance | 588377.582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 38 | 1.0% |
| 1950 | 38 | 1.0% |
| 2000 | 26 | 0.7% |
| 1578 | 25 | 0.7% |
| 2150 | 23 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 20 | 0.5% |
| 1350 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| Other values (583) | 1665 | |
| (Missing) | 1886 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
| Distinct | 644 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 2067 |
| Missing (%) | 54.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2361.075848 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 245.95 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2399.25 |
| 95-th percentile | 4663.5 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1299.25 |
Descriptive statistics
| Standard deviation | 17724.68689 |
|---|---|
| Coefficient of variation (CV) | 7.507038331 |
| Kurtosis | 1709.127429 |
| Mean | 2361.075848 |
| Median Absolute Deviation (MAD) | 641.5 |
| Skewness | 41.20580346 |
| Sum | 4089383.369 |
| Variance | 314164525.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1350 | 34 | 0.9% |
| 1900 | 34 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 28 | 0.7% |
| 1600 | 26 | 0.7% |
| 2000 | 25 | 0.7% |
| 1300 | 25 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1426 | |
| (Missing) | 2067 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
| Distinct | 733 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 1858 |
| Missing (%) | 48.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2486.290952 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 348 |
| Q1 | 830 |
| median | 1295 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 960 |
Descriptive statistics
| Standard deviation | 22392.41749 |
|---|---|
| Coefficient of variation (CV) | 9.006354412 |
| Kurtosis | 626.8688104 |
| Mean | 2486.290952 |
| Median Absolute Deviation (MAD) | 473 |
| Skewness | 24.77697875 |
| Sum | 4825890.738 |
| Variance | 501420360.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 36 | 0.9% |
| 1600 | 36 | 0.9% |
| 1200 | 32 | 0.8% |
| 1500 | 30 | 0.8% |
| 1350 | 28 | 0.7% |
| 1650 | 28 | 0.7% |
| 1450 | 23 | 0.6% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (723) | 1641 | |
| (Missing) | 1858 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 2 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3079 | |
| 1 | 720 | 19.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2443 | |
| 1 | 1356 |
store room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 | 344 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3455 | |
| 1 | 344 | 9.1% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3136 | |
| 1 | 663 | 17.5% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3379 | |
| 1 | 420 | 11.1% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.3 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 216 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3799 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3799 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3799 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2505 | |
| 1 | 1078 | |
| 2 | 216 | 5.7% |
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 147 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.26286966 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 457 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 32 |
| median | 59 |
| Q3 | 109.25 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 77.25 |
Descriptive statistics
| Standard deviation | 52.73792625 |
|---|---|
| Coefficient of variation (CV) | 0.7400477485 |
| Kurtosis | -0.8532173463 |
| Mean | 71.26286966 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.4671366724 |
| Sum | 260252 |
| Variance | 2781.288865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 457 | 12.0% |
| 49 | 342 | 9.0% |
| 174 | 192 | 5.1% |
| 44 | 60 | 1.6% |
| 38 | 58 | 1.5% |
| 72 | 56 | 1.5% |
| 165 | 53 | 1.4% |
| 37 | 48 | 1.3% |
| 60 | 48 | 1.3% |
| 45 | 44 | 1.2% |
| Other values (151) | 2294 | |
| (Missing) | 147 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 457 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 9 | 9 | 0.2% |
| 12 | 7 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 42 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 192 | |
| 169 | 1 | < 0.1% |
| 168 | 8 | 0.2% |
| 167 | 20 | 0.5% |
| 166 | 10 | 0.3% |
| 165 | 53 | 1.4% |
| 161 | 3 | 0.1% |
| 160 | 27 | 0.7% |
| 159 | 21 | 0.6% |
| 158 | 31 | 0.8% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | flat | signature global park 4 | sector 36 | 0.82 | 7585.0 | 1081.0 | Super Built up area 1081(100.43 sq.m.)Carpet area: 650 sq.ft. (60.39 sq.m.) | 3 | 2 | 2 | 2.0 | NaN | New Property | 1081.0 | NaN | 650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.0 |
| 1 | 1 | flat | smart world gems | sector 89 | 0.95 | 8600.0 | 1105.0 | Carpet area: 1103 (102.47 sq.m.) | 2 | 2 | 2 | 4.0 | NaN | New Property | NaN | NaN | 1103.0 | 1 | 1 | 0 | 0 | 0 | 0 | 38.0 |
| 2 | 2 | flat | pyramid elite | sector 86 | 0.46 | 79.0 | 58228.0 | Carpet area: 58141 (5401.48 sq.m.) | 2 | 2 | 1 | 0.0 | NaN | Under Construction | NaN | NaN | 58141.0 | 0 | 0 | 0 | 0 | 0 | 0 | 15.0 |
| 3 | 3 | flat | breez global hill view | sohna road | 0.32 | 5470.0 | 585.0 | Built Up area: 1000 (92.9 sq.m.)Carpet area: 585 sq.ft. (54.35 sq.m.) | 2 | 2 | 1 | 17.0 | NaN | New Property | NaN | 1000.00 | 585.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49.0 |
| 4 | 4 | flat | bestech park view sanskruti | sector 92 | 1.60 | 8020.0 | 1995.0 | Super Built up area 1995(185.34 sq.m.)Built Up area: 1615 sq.ft. (150.04 sq.m.)Carpet area: 1476 sq.ft. (137.12 sq.m.) | 3 | 4 | 3+ | 10.0 | North-West | Relatively New | 1995.0 | 1615.00 | 1476.0 | 0 | 1 | 0 | 0 | 1 | 1 | 174.0 |
| 5 | 5 | flat | suncity avenue | sector 102 | 0.48 | 9022.0 | 532.0 | Super Built up area 632(58.71 sq.m.)Carpet area: 532 sq.ft. (49.42 sq.m.) | 2 | 2 | 1 | 5.0 | North-East | Relatively New | 632.0 | NaN | 532.0 | 0 | 0 | 1 | 0 | 0 | 0 | 159.0 |
| 6 | 6 | flat | paras quartier | gwal pahari | 7.50 | 14018.0 | 5350.0 | Super Built up area 5350(497.03 sq.m.) | 4 | 4 | 3+ | 20.0 | North-East | New Property | 5350.0 | NaN | NaN | 0 | 1 | 0 | 1 | 1 | 1 | 49.0 |
| 7 | 7 | flat | experion the heartsong | sector 108 | 2.00 | 8554.0 | 2338.0 | Super Built up area 2338(217.21 sq.m.) | 3 | 3 | 3+ | 14.0 | East | Relatively New | 2338.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 95.0 |
| 8 | 8 | flat | adani m2k oyster grande | sector 102 | 1.90 | 9105.0 | 2087.0 | Super Built up area 1889(175.49 sq.m.) | 3 | 4 | 3 | 8.0 | North-East | Relatively New | 1889.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 165.0 |
| 9 | 9 | house | independent | sector 105 | 1.20 | 10122.0 | 1186.0 | Plot area 1185.51(110.14 sq.m.) | 6 | 2 | 1 | 2.0 | North-West | Old Property | NaN | 1185.51 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 9.0 |
Last rows
| df_index | property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3789 | 3793 | flat | gls arawali homes | sohna road | 0.27 | 4687.0 | 576.0 | Carpet area: 576 (53.51 sq.m.) | 2 | 2 | 2 | 1.0 | East | New Property | NaN | NaN | 576.0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN |
| 3790 | 3794 | house | independent | sector 27 | 8.00 | 26298.0 | 3042.0 | Plot area 338(282.61 sq.m.) | 9 | 9 | 3 | 4.0 | North-East | Relatively New | NaN | 3042.0 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | NaN |
| 3791 | 3795 | flat | eldeco accolade | sohna road | 0.87 | 5965.0 | 1459.0 | Super Built up area 1457(135.36 sq.m.)Carpet area: 849 sq.ft. (78.87 sq.m.) | 2 | 2 | 3+ | 10.0 | NaN | Relatively New | 1457.0 | NaN | 849.0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN |
| 3792 | 3796 | flat | paras dews | sector 106 | 0.92 | 6642.0 | 1385.0 | Super Built up area 1385(128.67 sq.m.)Built Up area: 940 sq.ft. (87.33 sq.m.)Carpet area: 845 sq.ft. (78.5 sq.m.) | 2 | 2 | 3+ | 2.0 | East | Relatively New | 1385.0 | 940.0 | 845.0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN |
| 3793 | 3797 | house | surendra homes dayaindependentd colony | sector 6 | 0.75 | 15625.0 | 480.0 | Built Up area: 480 (44.59 sq.m.) | 4 | 4 | 2 | 1.0 | NaN | Undefined | NaN | 480.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | NaN |
| 3794 | 3798 | flat | pivotal devaan | sector 84 | 0.37 | 6346.0 | 583.0 | Super Built up area 583(54.16 sq.m.)Carpet area: 483 sq.ft. (44.87 sq.m.) | 2 | 2 | 1 | 5.0 | North-West | Relatively New | 583.0 | NaN | 483.0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN |
| 3795 | 3799 | house | international city by sobha phase 1 | sector 109 | 6.00 | 9634.0 | 6228.0 | Plot area 692(578.6 sq.m.) | 5 | 5 | 3+ | 2.0 | South-West | Relatively New | NaN | 6228.0 | NaN | 1 | 1 | 1 | 1 | 0 | 0 | NaN |
| 3796 | 3800 | flat | ansal api celebrity suites | sector 2 | 0.60 | 8163.0 | 735.0 | Super Built up area 735(68.28 sq.m.) | 1 | 1 | 1 | 5.0 | North-East | Moderately Old | 735.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | NaN |
| 3797 | 3801 | house | independent | sector 43 | 15.50 | 28233.0 | 5490.0 | Plot area 610(510.04 sq.m.) | 5 | 6 | 3 | 3.0 | East | Moderately Old | NaN | 5490.0 | NaN | 1 | 1 | 1 | 1 | 0 | 0 | NaN |
| 3798 | 3802 | flat | m3m ikonic | sector 68 | 1.78 | 9128.0 | 1950.0 | Super Built up area 1950(181.16 sq.m.)Built Up area: 1845 sq.ft. (171.41 sq.m.)Carpet area: 1530 sq.ft. (142.14 sq.m.) | 3 | 3 | 3+ | 27.0 | South | Relatively New | 1950.0 | 1845.0 | 1530.0 | 0 | 0 | 0 | 0 | 0 | 1 | NaN |